Nameexact_genome_1512568488_42_3095_0
Workunit2586732
Created7 Dec 2017, 2:59:39 UTC
Sent7 Dec 2017, 3:04:14 UTC
Report deadline10 Dec 2017, 12:21:02 UTC
Received7 Dec 2017, 5:05:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 0 min 36 sec
CPU time1 hours 57 min 27 sec
Validate stateValid
Credit846.67
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.47 MB
Peak swap size156.25 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0663392916, output_fired_time: 0.0000000000, propagate_forward_time: 5.1050362587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352726936
validation[          , genome  3095] predictions:    9495/  10000 (94.95%), best:    9502/10000 (95.02%), error:      1700.33301, best error:      1684.46692 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.1632308960s, input_fired_time: 0.5412377715, output_fired_time: 0.5926163793, propagate_forward_time: 25.2775287628, propagate_backward_time: 35.3219070435, weight_update_time: 0.1360219121, other_time: 2.4299392700
epoch time: 5.4803934097s, input_fired_time: 0.0656113327, output_fired_time: 0.0000000000, propagate_forward_time: 4.9594740868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553079605
validation[          , genome  3095] predictions:    9493/  10000 (94.93%), best:    9502/10000 (95.02%), error:      1709.70203, best error:      1684.46692 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.6805992126s, input_fired_time: 0.5431471467, output_fired_time: 0.5900450349, propagate_forward_time: 25.0037193298, propagate_backward_time: 35.0467185974, weight_update_time: 0.1356110126, other_time: 2.4969673157
epoch time: 5.6527299881s, input_fired_time: 0.0665673539, output_fired_time: 0.0000000000, propagate_forward_time: 5.1357550621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504075050
validation[          , genome  3095] predictions:    9325/  10000 (93.25%), best:    9502/10000 (95.02%), error:      2252.05273, best error:      1684.46692 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.6932830811s, input_fired_time: 0.5472345948, output_fired_time: 0.5936560035, propagate_forward_time: 25.5361919403, propagate_backward_time: 35.5490608215, weight_update_time: 0.1373944879, other_time: 2.4671440125
epoch time: 5.6879539490s, input_fired_time: 0.0671699345, output_fired_time: 0.0000000000, propagate_forward_time: 5.1655769348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552068710
validation[          , genome  3095] predictions:    9450/  10000 (94.50%), best:    9502/10000 (95.02%), error:      1912.58813, best error:      1684.46692 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.0576934814s, input_fired_time: 0.5473955274, output_fired_time: 0.5950133801, propagate_forward_time: 25.1794261932, propagate_backward_time: 35.2500839233, weight_update_time: 0.1363004744, other_time: 2.4857788086
epoch time: 5.7624416351s, input_fired_time: 0.0723259300, output_fired_time: 0.0000000000, propagate_forward_time: 5.2148537636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752621651
validation[          , genome  3095] predictions:    9418/  10000 (94.18%), best:    9502/10000 (95.02%), error:      1929.26025, best error:      1684.46692 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.9640693665s, input_fired_time: 0.5425627232, output_fired_time: 0.5938587189, propagate_forward_time: 25.0953750610, propagate_backward_time: 35.2751426697, weight_update_time: 0.1351160258, other_time: 2.4571266174
epoch time: 5.5864286423s, input_fired_time: 0.0658844933, output_fired_time: 0.0000000000, propagate_forward_time: 5.0699853897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505586624
validation[          , genome  3095] predictions:    9392/  10000 (93.92%), best:    9502/10000 (95.02%), error:      2004.92847, best error:      1684.46692 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.9897956848s, input_fired_time: 0.5449606776, output_fired_time: 0.5880003572, propagate_forward_time: 25.1730556488, propagate_backward_time: 35.1869506836, weight_update_time: 0.1367710233, other_time: 2.4968261719
epoch time: 5.3907761574s, input_fired_time: 0.0638022870, output_fired_time: 0.0000000000, propagate_forward_time: 4.8904094696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365644455
validation[          , genome  3095] predictions:    9487/  10000 (94.87%), best:    9502/10000 (95.02%), error:      1756.79541, best error:      1684.46692 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.8738098145s, input_fired_time: 0.5468859076, output_fired_time: 0.5906580687, propagate_forward_time: 25.1064891815, propagate_backward_time: 35.1492805481, weight_update_time: 0.1382049769, other_time: 2.4804954529
epoch time: 5.2669692039s, input_fired_time: 0.0652332678, output_fired_time: 0.0000000000, propagate_forward_time: 4.7427792549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589567184
validation[          , genome  3095] predictions:    9431/  10000 (94.31%), best:    9502/10000 (95.02%), error:      2007.60999, best error:      1684.46692 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.0449676514s, input_fired_time: 0.5544849038, output_fired_time: 0.6016407609, propagate_forward_time: 25.6538982391, propagate_backward_time: 35.7196693420, weight_update_time: 0.1390620470, other_time: 2.5152778625
epoch time: 5.4372959137s, input_fired_time: 0.0676015466, output_fired_time: 0.0000000000, propagate_forward_time: 4.9369239807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327702522
validation[          , genome  3095] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1641.85413, best error:      1641.85413 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.0950698853s, input_fired_time: 0.5498057604, output_fired_time: 0.5965681076, propagate_forward_time: 25.0651226044, propagate_backward_time: 35.3008117676, weight_update_time: 0.1417373270, other_time: 2.5827636719
epoch time: 5.6442403793s, input_fired_time: 0.0665571019, output_fired_time: 0.0000000000, propagate_forward_time: 5.1366167068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410667419
validation[          , genome  3095] predictions:    9449/  10000 (94.49%), best:    9522/10000 (95.22%), error:      1885.85608, best error:      1641.85413 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.2602386475s, input_fired_time: 0.5489882231, output_fired_time: 0.5927960873, propagate_forward_time: 25.3239917755, propagate_backward_time: 35.2979583740, weight_update_time: 0.1370839179, other_time: 2.4965057373
epoch time: 5.6278338432s, input_fired_time: 0.0677885637, output_fired_time: 0.0000000000, propagate_forward_time: 5.1044139862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556312561
validation[          , genome  3095] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1588.64893, best error:      1588.64893 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.4151535034s, input_fired_time: 0.5475272536, output_fired_time: 0.5905538201, propagate_forward_time: 24.8246917725, propagate_backward_time: 34.8630065918, weight_update_time: 0.1380082816, other_time: 2.5893745422
epoch time: 5.4237327576s, input_fired_time: 0.0676055327, output_fired_time: 0.0000000000, propagate_forward_time: 4.8637766838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923505783
validation[          , genome  3095] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1567.52222, best error:      1567.52222 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.1095199585s, input_fired_time: 0.5431230664, output_fired_time: 0.5956887007, propagate_forward_time: 25.1646614075, propagate_backward_time: 35.3019638062, weight_update_time: 0.1369337589, other_time: 2.5040855408
epoch time: 5.7810840607s, input_fired_time: 0.0714462101, output_fired_time: 0.0000000000, propagate_forward_time: 5.2438282967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658093452
validation[          , genome  3095] predictions:    9517/  10000 (95.17%), best:    9553/10000 (95.53%), error:      1634.01111, best error:      1567.52222 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.4327621460s, input_fired_time: 0.5444908142, output_fired_time: 0.5874751806, propagate_forward_time: 24.9381866455, propagate_backward_time: 34.8719139099, weight_update_time: 0.1353128850, other_time: 2.4906959534
epoch time: 5.3293848038s, input_fired_time: 0.0639719665, output_fired_time: 0.0000000000, propagate_forward_time: 4.8338446617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315681458
validation[          , genome  3095] predictions:    9511/  10000 (95.11%), best:    9553/10000 (95.53%), error:      1660.54150, best error:      1567.52222 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.6738967896s, input_fired_time: 0.5456417799, output_fired_time: 0.5872596502, propagate_forward_time: 25.0580101013, propagate_backward_time: 35.0031700134, weight_update_time: 0.1371847540, other_time: 2.4798126221
epoch time: 5.6094946861s, input_fired_time: 0.0661902204, output_fired_time: 0.0000000000, propagate_forward_time: 5.1025032997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408011436
validation[          , genome  3095] predictions:    9508/  10000 (95.08%), best:    9553/10000 (95.53%), error:      1658.51855, best error:      1567.52222 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.8869247437s, input_fired_time: 0.5467224121, output_fired_time: 0.5914638042, propagate_forward_time: 25.1254405975, propagate_backward_time: 35.1226921082, weight_update_time: 0.1367652267, other_time: 2.5006065369
epoch time: 5.5201644897s, input_fired_time: 0.0676479414, output_fired_time: 0.0000000000, propagate_forward_time: 5.0050563812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474601746
validation[          , genome  3095] predictions:    9543/  10000 (95.43%), best:    9553/10000 (95.53%), error:      1570.84351, best error:      1567.52222 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.1938323975s, input_fired_time: 0.5470864177, output_fired_time: 0.5929660797, propagate_forward_time: 25.3005123138, propagate_backward_time: 35.2561645508, weight_update_time: 0.1359006315, other_time: 2.4971008301
epoch time: 5.4332361221s, input_fired_time: 0.0667391643, output_fired_time: 0.0000000000, propagate_forward_time: 4.8700366020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964604378
validation[          , genome  3095] predictions:    9499/  10000 (94.99%), best:    9553/10000 (95.53%), error:      1685.16333, best error:      1567.52222 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.7391395569s, input_fired_time: 0.5448690057, output_fired_time: 0.5930804014, propagate_forward_time: 24.8137645721, propagate_backward_time: 35.2535095215, weight_update_time: 0.1376265585, other_time: 2.5339202881
epoch time: 5.4108242989s, input_fired_time: 0.0659920722, output_fired_time: 0.0000000000, propagate_forward_time: 4.9048886299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399437904
validation[          , genome  3095] predictions:    9504/  10000 (95.04%), best:    9553/10000 (95.53%), error:      1731.38379, best error:      1567.52222 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.1188812256s, input_fired_time: 0.5467979908, output_fired_time: 0.5943443179, propagate_forward_time: 25.2239761353, propagate_backward_time: 35.2890777588, weight_update_time: 0.1368436366, other_time: 2.4646835327
epoch time: 5.7319488525s, input_fired_time: 0.0696506649, output_fired_time: 0.0000000000, propagate_forward_time: 5.2014312744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608669281
validation[          , genome  3095] predictions:    9543/  10000 (95.43%), best:    9553/10000 (95.53%), error:      1643.57971, best error:      1567.52222 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.1525192261s, input_fired_time: 0.5480424762, output_fired_time: 0.5929962397, propagate_forward_time: 25.1768989563, propagate_backward_time: 35.3339653015, weight_update_time: 0.1384908408, other_time: 2.5006179810
epoch time: 5.8939275742s, input_fired_time: 0.0700777620, output_fired_time: 0.0000000000, propagate_forward_time: 5.3525724411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712772369
validation[          , genome  3095] predictions:    9367/  10000 (93.67%), best:    9553/10000 (95.53%), error:      2086.92798, best error:      1567.52222 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.3721313477s, input_fired_time: 0.5477017760, output_fired_time: 0.5912817121, propagate_forward_time: 24.6838016510, propagate_backward_time: 34.9568519592, weight_update_time: 0.1379094869, other_time: 2.5924949646
epoch time: 5.7252244949s, input_fired_time: 0.0678064227, output_fired_time: 0.0000000000, propagate_forward_time: 5.1964550018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609632492
validation[          , genome  3095] predictions:    9450/  10000 (94.50%), best:    9553/10000 (95.53%), error:      1850.76331, best error:      1567.52222 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.7715721130s, input_fired_time: 0.5468276739, output_fired_time: 0.5939022303, propagate_forward_time: 25.1106433868, propagate_backward_time: 35.0282325745, weight_update_time: 0.1365173757, other_time: 2.4919624329
epoch time: 5.8973231316s, input_fired_time: 0.0696626678, output_fired_time: 0.0000000000, propagate_forward_time: 5.3607001305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669604301
validation[          , genome  3095] predictions:    9526/  10000 (95.26%), best:    9553/10000 (95.53%), error:      1577.12415, best error:      1567.52222 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.3269195557s, input_fired_time: 0.5436093211, output_fired_time: 0.5982392430, propagate_forward_time: 25.3088283539, propagate_backward_time: 35.3958320618, weight_update_time: 0.1388026476, other_time: 2.4804115295
epoch time: 5.5718512535s, input_fired_time: 0.0656760260, output_fired_time: 0.0000000000, propagate_forward_time: 5.0715360641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346389771
validation[          , genome  3095] predictions:    9531/  10000 (95.31%), best:    9553/10000 (95.53%), error:      1626.48853, best error:      1567.52222 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.9883270264s, input_fired_time: 0.5445621610, output_fired_time: 0.5908049941, propagate_forward_time: 25.1063232422, propagate_backward_time: 35.2091484070, weight_update_time: 0.1371056885, other_time: 2.5374870300
epoch time: 5.5324339867s, input_fired_time: 0.0672766119, output_fired_time: 0.0000000000, propagate_forward_time: 5.0074906349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576668739
validation[          , genome  3095] predictions:    9557/  10000 (95.57%), best:    9557/10000 (95.57%), error:      1539.35022, best error:      1539.35022 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.3555221558s, input_fired_time: 0.5490672588, output_fired_time: 0.5947285891, propagate_forward_time: 25.3199119568, propagate_backward_time: 35.3892097473, weight_update_time: 0.1379104406, other_time: 2.5026016235
epoch time: 5.6856946945s, input_fired_time: 0.0658853874, output_fired_time: 0.0000000000, propagate_forward_time: 5.1830120087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367971420
validation[          , genome  3095] predictions:    9311/  10000 (93.11%), best:    9557/10000 (95.57%), error:      2387.66650, best error:      1539.35022 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.6805572510s, input_fired_time: 0.5427407026, output_fired_time: 0.5868311524, propagate_forward_time: 25.1126041412, propagate_backward_time: 34.9370613098, weight_update_time: 0.1367434263, other_time: 2.5013237000
epoch time: 5.5363445282s, input_fired_time: 0.0663709641, output_fired_time: 0.0000000000, propagate_forward_time: 5.0339465141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360270500
validation[          , genome  3095] predictions:    9439/  10000 (94.39%), best:    9557/10000 (95.57%), error:      1863.13757, best error:      1539.35022 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.6392250061s, input_fired_time: 0.5446748137, output_fired_time: 0.5875291824, propagate_forward_time: 24.9807662964, propagate_backward_time: 35.0731468201, weight_update_time: 0.1340764016, other_time: 2.4531097412
epoch time: 5.5959205627s, input_fired_time: 0.0667767376, output_fired_time: 0.0000000000, propagate_forward_time: 5.0933699608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357738495
validation[          , genome  3095] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1518.97290, best error:      1518.97290 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.7855758667s, input_fired_time: 0.5498869419, output_fired_time: 0.5974935889, propagate_forward_time: 25.4812145233, propagate_backward_time: 35.6776084900, weight_update_time: 0.1387193203, other_time: 2.4793739319
epoch time: 5.5901803970s, input_fired_time: 0.0677193850, output_fired_time: 0.0000000000, propagate_forward_time: 5.0873508453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351100922
validation[          , genome  3095] predictions:    9541/  10000 (95.41%), best:    9560/10000 (95.60%), error:      1587.42139, best error:      1518.97290 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.5921936035s, input_fired_time: 0.5526838303, output_fired_time: 0.5966423750, propagate_forward_time: 25.4097728729, propagate_backward_time: 35.5149383545, weight_update_time: 0.1373405010, other_time: 2.5181579590
epoch time: 5.7226438522s, input_fired_time: 0.0696577355, output_fired_time: 0.0000000000, propagate_forward_time: 5.2009916306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519944191
validation[          , genome  3095] predictions:    9525/  10000 (95.25%), best:    9560/10000 (95.60%), error:      1635.74182, best error:      1518.97290 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.5038452148s, input_fired_time: 0.5460518599, output_fired_time: 0.5909358859, propagate_forward_time: 25.4341354370, propagate_backward_time: 35.4410133362, weight_update_time: 0.1385697126, other_time: 2.4917106628
epoch time: 5.6019506454s, input_fired_time: 0.0665678009, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040062904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313764572
validation[          , genome  3095] predictions:    9542/  10000 (95.42%), best:    9560/10000 (95.60%), error:      1568.12817, best error:      1518.97290 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.3715476990s, input_fired_time: 0.5356948376, output_fired_time: 0.5837768912, propagate_forward_time: 23.6116886139, propagate_backward_time: 34.0774116516, weight_update_time: 0.1345584393, other_time: 2.5629768372
epoch time: 5.6501655579s, input_fired_time: 0.0694144964, output_fired_time: 0.0000000000, propagate_forward_time: 5.1271181107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536328316
validation[          , genome  3095] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1517.49939, best error:      1517.49939 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.6803550720s, input_fired_time: 0.5422810316, output_fired_time: 0.5930478573, propagate_forward_time: 24.8950805664, propagate_backward_time: 35.1597480774, weight_update_time: 0.1378575116, other_time: 2.4901962280
epoch time: 5.5818648338s, input_fired_time: 0.0666240826, output_fired_time: 0.0000000000, propagate_forward_time: 5.0707798004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444608688
validation[          , genome  3095] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1467.98511, best error:      1467.98511 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.9262542725s, input_fired_time: 0.5507838726, output_fired_time: 0.5950361490, propagate_forward_time: 25.5759296417, propagate_backward_time: 35.6978034973, weight_update_time: 0.1382777542, other_time: 2.5067024231
epoch time: 5.6517386436s, input_fired_time: 0.0688900724, output_fired_time: 0.0000000000, propagate_forward_time: 5.1280026436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548459053
validation[          , genome  3095] predictions:    9482/  10000 (94.82%), best:    9573/10000 (95.73%), error:      1774.21375, best error:      1467.98511 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.5647277832s, input_fired_time: 0.5561153889, output_fired_time: 0.5925514102, propagate_forward_time: 25.4108810425, propagate_backward_time: 35.5257682800, weight_update_time: 0.1381607652, other_time: 2.4794120789
epoch time: 5.5194849968s, input_fired_time: 0.0680389553, output_fired_time: 0.0000000000, propagate_forward_time: 5.0103611946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410848618
validation[          , genome  3095] predictions:    9529/  10000 (95.29%), best:    9573/10000 (95.73%), error:      1612.47156, best error:      1467.98511 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.7594757080s, input_fired_time: 0.5543727875, output_fired_time: 0.5956084132, propagate_forward_time: 25.5238361359, propagate_backward_time: 35.5864295959, weight_update_time: 0.1386866271, other_time: 2.4992256165
epoch time: 5.6509609222s, input_fired_time: 0.0667057335, output_fired_time: 0.0000000000, propagate_forward_time: 5.1430377960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412174225
validation[          , genome  3095] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1463.89197, best error:      1463.89197 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.6172027588s, input_fired_time: 0.5453363657, output_fired_time: 0.5972567201, propagate_forward_time: 25.4639568329, propagate_backward_time: 35.5877037048, weight_update_time: 0.1357988119, other_time: 2.4229545593
epoch time: 5.6339836121s, input_fired_time: 0.0707057714, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055145264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577631950
validation[          , genome  3095] predictions:    9569/  10000 (95.69%), best:    9570/10000 (95.70%), error:      1521.53845, best error:      1463.89197 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.2793426514s, input_fired_time: 0.5476456881, output_fired_time: 0.5886521935, propagate_forward_time: 25.3068275452, propagate_backward_time: 35.3621101379, weight_update_time: 0.1387107670, other_time: 2.4741058350
epoch time: 5.4744372368s, input_fired_time: 0.0663437620, output_fired_time: 0.0000000000, propagate_forward_time: 4.9652557373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428377151
validation[          , genome  3095] predictions:    9546/  10000 (95.46%), best:    9570/10000 (95.70%), error:      1525.95007, best error:      1463.89197 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.0231094360s, input_fired_time: 0.5412213802, output_fired_time: 0.5769855976, propagate_forward_time: 24.7265357971, propagate_backward_time: 34.7041397095, weight_update_time: 0.1361399293, other_time: 2.4742279053
epoch time: 5.4336519241s, input_fired_time: 0.0665905997, output_fired_time: 0.0000000000, propagate_forward_time: 4.9235000610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435610771
validation[          , genome  3095] predictions:    9554/  10000 (95.54%), best:    9570/10000 (95.70%), error:      1503.61157, best error:      1463.89197 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.4360351563s, input_fired_time: 0.5483459830, output_fired_time: 0.5927492976, propagate_forward_time: 24.7264022827, propagate_backward_time: 35.0602989197, weight_update_time: 0.1379434317, other_time: 2.5082359314
epoch time: 5.7859539986s, input_fired_time: 0.0700251311, output_fired_time: 0.0000000000, propagate_forward_time: 5.2435226440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724063873
validation[          , genome  3095] predictions:    9526/  10000 (95.26%), best:    9570/10000 (95.70%), error:      1608.95227, best error:      1463.89197 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.0353698730s, input_fired_time: 0.5496418476, output_fired_time: 0.5936400294, propagate_forward_time: 25.1366233826, propagate_backward_time: 35.2186660767, weight_update_time: 0.1368705481, other_time: 2.5368003845
epoch time: 5.4957928658s, input_fired_time: 0.0681290999, output_fired_time: 0.0000000000, propagate_forward_time: 4.9425473213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851164818
validation[          , genome  3095] predictions:    9507/  10000 (95.07%), best:    9570/10000 (95.70%), error:      1656.70947, best error:      1463.89197 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.4850158691s, input_fired_time: 0.5576446056, output_fired_time: 0.5952578783, propagate_forward_time: 25.3869113922, propagate_backward_time: 35.4023933411, weight_update_time: 0.1377030313, other_time: 2.5428123474
epoch time: 5.5687246323s, input_fired_time: 0.0675046742, output_fired_time: 0.0000000000, propagate_forward_time: 5.0619497299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392700195
validation[          , genome  3095] predictions:    9554/  10000 (95.54%), best:    9570/10000 (95.70%), error:      1495.92029, best error:      1463.89197 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.8396034241s, input_fired_time: 0.5442845821, output_fired_time: 0.5894767642, propagate_forward_time: 25.1333293915, propagate_backward_time: 35.1270942688, weight_update_time: 0.1355327517, other_time: 2.4454154968
epoch time: 5.8557496071s, input_fired_time: 0.0705317408, output_fired_time: 0.0000000000, propagate_forward_time: 5.3147468567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704709053
validation[          , genome  3095] predictions:    9552/  10000 (95.52%), best:    9552/10000 (95.52%), error:      1456.94067, best error:      1456.94067 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.6023750305s, input_fired_time: 0.5498939753, output_fired_time: 0.5915910006, propagate_forward_time: 24.9421825409, propagate_backward_time: 34.9810752869, weight_update_time: 0.1374407709, other_time: 2.5376319885
epoch time: 5.7567853928s, input_fired_time: 0.0690382421, output_fired_time: 0.0000000000, propagate_forward_time: 5.2400674820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476795197
validation[          , genome  3095] predictions:    9512/  10000 (95.12%), best:    9552/10000 (95.52%), error:      1658.17285, best error:      1456.94067 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.7152633667s, input_fired_time: 0.5435380936, output_fired_time: 0.5950185061, propagate_forward_time: 25.0519771576, propagate_backward_time: 35.0558509827, weight_update_time: 0.1359180212, other_time: 2.4688758850
epoch time: 5.5559444427s, input_fired_time: 0.0672730133, output_fired_time: 0.0000000000, propagate_forward_time: 5.0372319221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514393806
validation[          , genome  3095] predictions:    9545/  10000 (95.45%), best:    9552/10000 (95.52%), error:      1510.01379, best error:      1456.94067 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.9363174438s, input_fired_time: 0.5502753258, output_fired_time: 0.5917126536, propagate_forward_time: 25.0759449005, propagate_backward_time: 35.2026977539, weight_update_time: 0.1359367967, other_time: 2.5156860352
epoch time: 5.5856480598s, input_fired_time: 0.0681335703, output_fired_time: 0.0000000000, propagate_forward_time: 5.0772585869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402561188
validation[          , genome  3095] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1443.07642, best error:      1443.07642 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.5720481873s, input_fired_time: 0.5403178334, output_fired_time: 0.5860481262, propagate_forward_time: 24.3197956085, propagate_backward_time: 34.6049804688, weight_update_time: 0.1349980682, other_time: 2.5209045410
epoch time: 5.5259122849s, input_fired_time: 0.0682072192, output_fired_time: 0.0000000000, propagate_forward_time: 4.9996566772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580483437
validation[          , genome  3095] predictions:    9551/  10000 (95.51%), best:    9572/10000 (95.72%), error:      1475.37744, best error:      1443.07642 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.1219177246s, input_fired_time: 0.5493694544, output_fired_time: 0.5897331238, propagate_forward_time: 25.2284355164, propagate_backward_time: 35.2412376404, weight_update_time: 0.1380242854, other_time: 2.5131416321
epoch time: 5.4808096886s, input_fired_time: 0.0661955625, output_fired_time: 0.0000000000, propagate_forward_time: 4.9749536514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396605492
validation[          , genome  3095] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1420.90137, best error:      1420.90137 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.5056533813s, input_fired_time: 0.5472597480, output_fired_time: 0.5890126824, propagate_forward_time: 24.8616046906, propagate_backward_time: 34.9930572510, weight_update_time: 0.1377595067, other_time: 2.5147171021
epoch time: 5.6029057503s, input_fired_time: 0.0691819936, output_fired_time: 0.0000000000, propagate_forward_time: 5.0647912025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689326286
validation[          , genome  3095] predictions:    9507/  10000 (95.07%), best:    9576/10000 (95.76%), error:      1632.49158, best error:      1420.90137 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.0011978149s, input_fired_time: 0.5473776460, output_fired_time: 0.5925390124, propagate_forward_time: 25.1524562836, propagate_backward_time: 35.2302017212, weight_update_time: 0.1359599978, other_time: 2.4786224365
epoch time: 5.5992703438s, input_fired_time: 0.0671279505, output_fired_time: 0.0000000000, propagate_forward_time: 5.0843586922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477834702
validation[          , genome  3095] predictions:    9569/  10000 (95.69%), best:    9576/10000 (95.76%), error:      1507.16211, best error:      1420.90137 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.0334625244s, input_fired_time: 0.5518510342, output_fired_time: 0.5909776092, propagate_forward_time: 25.1960563660, propagate_backward_time: 35.2338562012, weight_update_time: 0.1379840970, other_time: 2.4607238770
epoch time: 5.5926337242s, input_fired_time: 0.0681460574, output_fired_time: 0.0000000000, propagate_forward_time: 5.0705523491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539351463
validation[          , genome  3095] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1413.54358, best error:      1413.54358 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.4259262085s, input_fired_time: 0.5544209480, output_fired_time: 0.5955172777, propagate_forward_time: 25.3803749084, propagate_backward_time: 35.4021034241, weight_update_time: 0.1394757926, other_time: 2.4935112000
epoch time: 5.6565647125s, input_fired_time: 0.0686088949, output_fired_time: 0.0000000000, propagate_forward_time: 5.1488494873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391064644
validation[          , genome  3095] predictions:    9530/  10000 (95.30%), best:    9577/10000 (95.77%), error:      1623.69836, best error:      1413.54358 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.1849861145s, input_fired_time: 0.5428472757, output_fired_time: 0.5750262737, propagate_forward_time: 24.3450298309, propagate_backward_time: 34.2081832886, weight_update_time: 0.1343685538, other_time: 2.5139007568
epoch time: 5.5024118423s, input_fired_time: 0.0668989941, output_fired_time: 0.0000000000, propagate_forward_time: 4.9995908737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359221458
validation[          , genome  3095] predictions:    9224/  10000 (92.24%), best:    9577/10000 (95.77%), error:      2878.20605, best error:      1413.54358 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.0448455811s, input_fired_time: 0.5460413098, output_fired_time: 0.5896482468, propagate_forward_time: 25.1655616760, propagate_backward_time: 35.2957305908, weight_update_time: 0.1352564245, other_time: 2.4478645325
epoch time: 5.6108222008s, input_fired_time: 0.0675573573, output_fired_time: 0.0000000000, propagate_forward_time: 5.1078343391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354305267
validation[          , genome  3095] predictions:    9469/  10000 (94.69%), best:    9577/10000 (95.77%), error:      1759.42957, best error:      1413.54358 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.3341674805s, input_fired_time: 0.5575544834, output_fired_time: 0.5944748521, propagate_forward_time: 25.2787437439, propagate_backward_time: 35.4051475525, weight_update_time: 0.1387748569, other_time: 2.4982452393
epoch time: 5.5070562363s, input_fired_time: 0.0686513111, output_fired_time: 0.0000000000, propagate_forward_time: 5.0003418922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380631447
validation[          , genome  3095] predictions:    9571/  10000 (95.71%), best:    9577/10000 (95.77%), error:      1473.02905, best error:      1413.54358 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.9428596497s, input_fired_time: 0.5454931855, output_fired_time: 0.5910680294, propagate_forward_time: 25.2223110199, propagate_backward_time: 35.1249465942, weight_update_time: 0.1368454993, other_time: 2.4590377808
epoch time: 5.6278529167s, input_fired_time: 0.0688137934, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055784225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534606934
validation[          , genome  3095] predictions:    9388/  10000 (93.88%), best:    9577/10000 (95.77%), error:      2167.97510, best error:      1413.54358 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.8244438171s, input_fired_time: 0.5385575891, output_fired_time: 0.5702346563, propagate_forward_time: 24.2811355591, propagate_backward_time: 33.9955902100, weight_update_time: 0.1323662251, other_time: 2.4389228821
epoch time: 5.3254771233s, input_fired_time: 0.0666557103, output_fired_time: 0.0000000000, propagate_forward_time: 4.8108644485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479570389
validation[          , genome  3095] predictions:    9511/  10000 (95.11%), best:    9577/10000 (95.77%), error:      1644.23010, best error:      1413.54358 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.6679077148s, input_fired_time: 0.5580424070, output_fired_time: 0.5977685452, propagate_forward_time: 25.4552593231, propagate_backward_time: 35.5402946472, weight_update_time: 0.1390303969, other_time: 2.5165443420
epoch time: 5.6308441162s, input_fired_time: 0.0675952882, output_fired_time: 0.0000000000, propagate_forward_time: 5.1247038841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385447502
validation[          , genome  3095] predictions:    9562/  10000 (95.62%), best:    9577/10000 (95.77%), error:      1507.21570, best error:      1413.54358 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.3110427856s, input_fired_time: 0.5549906492, output_fired_time: 0.5942276716, propagate_forward_time: 25.3896598816, propagate_backward_time: 35.2939414978, weight_update_time: 0.1365964264, other_time: 2.4782257080
epoch time: 5.6576471329s, input_fired_time: 0.0681389123, output_fired_time: 0.0000000000, propagate_forward_time: 5.1494779587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400300980
validation[          , genome  3095] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1409.09546, best error:      1409.09546 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.5567245483s, input_fired_time: 0.5529054403, output_fired_time: 0.5987587571, propagate_forward_time: 25.3984603882, propagate_backward_time: 35.4987258911, weight_update_time: 0.1388058364, other_time: 2.5078773499
epoch time: 5.5174832344s, input_fired_time: 0.0689824298, output_fired_time: 0.0000000000, propagate_forward_time: 5.0103821754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381184578
validation[          , genome  3095] predictions:    9551/  10000 (95.51%), best:    9588/10000 (95.88%), error:      1484.02869, best error:      1409.09546 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.8035621643s, input_fired_time: 0.5475819707, output_fired_time: 0.5832135081, propagate_forward_time: 24.5444622040, propagate_backward_time: 34.6198348999, weight_update_time: 0.1363657862, other_time: 2.5084686279
epoch time: 5.5670118332s, input_fired_time: 0.0673578754, output_fired_time: 0.0000000000, propagate_forward_time: 5.0625987053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370551109
validation[          , genome  3095] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1384.56738, best error:      1384.56738 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.4489479065s, input_fired_time: 0.5513246655, output_fired_time: 0.5912106037, propagate_forward_time: 24.8048515320, propagate_backward_time: 34.9777717590, weight_update_time: 0.1360803694, other_time: 2.5237922668
epoch time: 5.6011676788s, input_fired_time: 0.0687673315, output_fired_time: 0.0000000000, propagate_forward_time: 5.0929017067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394984245
validation[          , genome  3095] predictions:    9588/  10000 (95.88%), best:    9593/10000 (95.93%), error:      1419.06824, best error:      1384.56738 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.1340408325s, input_fired_time: 0.5526855588, output_fired_time: 0.5960472226, propagate_forward_time: 25.1917285919, propagate_backward_time: 35.3268890381, weight_update_time: 0.1360130161, other_time: 2.4666900635
epoch time: 5.6208825111s, input_fired_time: 0.0694100410, output_fired_time: 0.0000000000, propagate_forward_time: 5.1018838882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495887756
validation[          , genome  3095] predictions:    9583/  10000 (95.83%), best:    9593/10000 (95.93%), error:      1415.92493, best error:      1384.56738 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.3339233398s, input_fired_time: 0.5540450811, output_fired_time: 0.5935459733, propagate_forward_time: 25.3088951111, propagate_backward_time: 35.4023971558, weight_update_time: 0.1409904510, other_time: 2.4750366211
epoch time: 5.6794137955s, input_fired_time: 0.0701318383, output_fired_time: 0.0000000000, propagate_forward_time: 5.1543593407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549226761
validation[          , genome  3095] predictions:    9576/  10000 (95.76%), best:    9593/10000 (95.93%), error:      1438.69189, best error:      1384.56738 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.8306846619s, input_fired_time: 0.5409244895, output_fired_time: 0.5867098570, propagate_forward_time: 24.4768142700, propagate_backward_time: 34.7563400269, weight_update_time: 0.1358254105, other_time: 2.4698982239
epoch time: 5.6965780258s, input_fired_time: 0.0701670796, output_fired_time: 0.0000000000, propagate_forward_time: 5.1751618385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512491226
validation[          , genome  3095] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1384.07581, best error:      1384.07581 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.4802780151s, input_fired_time: 0.5484843850, output_fired_time: 0.5862039328, propagate_forward_time: 24.9787693024, propagate_backward_time: 34.8722038269, weight_update_time: 0.1360867023, other_time: 2.4946174622
epoch time: 5.4950947762s, input_fired_time: 0.0690726563, output_fired_time: 0.0000000000, propagate_forward_time: 4.9737863541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522356987
validation[          , genome  3095] predictions:    9552/  10000 (95.52%), best:    9598/10000 (95.98%), error:      1532.92322, best error:      1384.07581 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.8092498779s, input_fired_time: 0.5675281882, output_fired_time: 0.5959896445, propagate_forward_time: 25.5180854797, propagate_backward_time: 35.5827140808, weight_update_time: 0.1393418908, other_time: 2.5449333191
epoch time: 5.7189612389s, input_fired_time: 0.0695207492, output_fired_time: 0.0000000000, propagate_forward_time: 5.2003111839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491291046
validation[          , genome  3095] predictions:    9583/  10000 (95.83%), best:    9598/10000 (95.98%), error:      1450.16016, best error:      1384.07581 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.1073226929s, input_fired_time: 0.5542631745, output_fired_time: 0.5914170742, propagate_forward_time: 25.2554683685, propagate_backward_time: 35.2342720032, weight_update_time: 0.1361318082, other_time: 2.4719047546
epoch time: 5.5379405022s, input_fired_time: 0.0682719275, output_fired_time: 0.0000000000, propagate_forward_time: 5.0308108330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388575554
validation[          , genome  3095] predictions:    9576/  10000 (95.76%), best:    9598/10000 (95.98%), error:      1404.14636, best error:      1384.07581 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.6687545776s, input_fired_time: 0.5537417531, output_fired_time: 0.5942143798, propagate_forward_time: 24.8723926544, propagate_backward_time: 35.1304626465, weight_update_time: 0.1366209388, other_time: 2.5179443359
epoch time: 5.4623622894s, input_fired_time: 0.0662901849, output_fired_time: 0.0000000000, propagate_forward_time: 4.9624719620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335999489
validation[          , genome  3095] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1379.71985, best error:      1379.71985 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.0745086670s, input_fired_time: 0.5463042855, output_fired_time: 0.5813310146, propagate_forward_time: 24.0488910675, propagate_backward_time: 34.3375854492, weight_update_time: 0.1365998685, other_time: 2.5604019165
epoch time: 5.6716156006s, input_fired_time: 0.0689199641, output_fired_time: 0.0000000000, propagate_forward_time: 5.1498904228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528050423
validation[          , genome  3095] predictions:    9584/  10000 (95.84%), best:    9574/10000 (95.74%), error:      1428.35022, best error:      1379.71985 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.5499763489s, input_fired_time: 0.5526577234, output_fired_time: 0.5855595469, propagate_forward_time: 24.9912776947, propagate_backward_time: 34.9356002808, weight_update_time: 0.1362196952, other_time: 2.4848785400
epoch time: 5.5888786316s, input_fired_time: 0.0690592304, output_fired_time: 0.0000000000, propagate_forward_time: 5.0682573318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515619278
validation[          , genome  3095] predictions:    9550/  10000 (95.50%), best:    9574/10000 (95.74%), error:      1504.51636, best error:      1379.71985 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.3345184326s, input_fired_time: 0.5572193861, output_fired_time: 0.5919041634, propagate_forward_time: 25.2843685150, propagate_backward_time: 35.4167823792, weight_update_time: 0.1376740187, other_time: 2.4842414856
epoch time: 5.6830115318s, input_fired_time: 0.0683910772, output_fired_time: 0.0000000000, propagate_forward_time: 5.1625165939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521040916
validation[          , genome  3095] predictions:    9584/  10000 (95.84%), best:    9574/10000 (95.74%), error:      1449.41211, best error:      1379.71985 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.6199569702s, input_fired_time: 0.5547016859, output_fired_time: 0.5903626084, propagate_forward_time: 24.9737586975, propagate_backward_time: 34.9842758179, weight_update_time: 0.1373087317, other_time: 2.5168571472
epoch time: 5.6181464195s, input_fired_time: 0.0699487776, output_fired_time: 0.0000000000, propagate_forward_time: 5.0907673836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574303627
validation[          , genome  3095] predictions:    9570/  10000 (95.70%), best:    9574/10000 (95.74%), error:      1427.32068, best error:      1379.71985 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 61.9536666870s, input_fired_time: 0.5446478724, output_fired_time: 0.5755358338, propagate_forward_time: 24.2818584442, propagate_backward_time: 34.0828056335, weight_update_time: 0.1335900277, other_time: 2.4688224792
epoch time: 5.3738031387s, input_fired_time: 0.0685772225, output_fired_time: 0.0000000000, propagate_forward_time: 4.8458714485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593544006
validation[          , genome  3095] predictions:    9531/  10000 (95.31%), best:    9574/10000 (95.74%), error:      1615.37305, best error:      1379.71985 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.2744789124s, input_fired_time: 0.5521505475, output_fired_time: 0.5839814544, propagate_forward_time: 24.7170982361, propagate_backward_time: 34.9238281250, weight_update_time: 0.1349414736, other_time: 2.4974212646
epoch time: 5.5310792923s, input_fired_time: 0.0667583868, output_fired_time: 0.0000000000, propagate_forward_time: 5.0259623528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383587837
validation[          , genome  3095] predictions:    9515/  10000 (95.15%), best:    9574/10000 (95.74%), error:      1610.94495, best error:      1379.71985 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.7120361328s, input_fired_time: 0.5653336644, output_fired_time: 0.5983803868, propagate_forward_time: 25.4131946564, propagate_backward_time: 35.5540962219, weight_update_time: 0.1397651434, other_time: 2.5810356140
epoch time: 5.5978155136s, input_fired_time: 0.0698813647, output_fired_time: 0.0000000000, propagate_forward_time: 5.0720462799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558877945
validation[          , genome  3095] predictions:    9580/  10000 (95.80%), best:    9574/10000 (95.74%), error:      1460.43848, best error:      1379.71985 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.2320480347s, input_fired_time: 0.5479101539, output_fired_time: 0.5874544382, propagate_forward_time: 24.7076530457, propagate_backward_time: 34.9051513672, weight_update_time: 0.1352127790, other_time: 2.4838790894
epoch time: 5.6402225494s, input_fired_time: 0.0676939338, output_fired_time: 0.0000000000, propagate_forward_time: 5.1388044357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337244034
validation[          , genome  3095] predictions:    9553/  10000 (95.53%), best:    9574/10000 (95.74%), error:      1497.65564, best error:      1379.71985 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.7088356018s, input_fired_time: 0.5531110168, output_fired_time: 0.5903727412, propagate_forward_time: 24.9504642487, propagate_backward_time: 35.1209640503, weight_update_time: 0.1362367123, other_time: 2.4939193726
epoch time: 5.5090508461s, input_fired_time: 0.0690128580, output_fired_time: 0.0000000000, propagate_forward_time: 4.9974179268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426202774
validation[          , genome  3095] predictions:    9576/  10000 (95.76%), best:    9574/10000 (95.74%), error:      1441.00488, best error:      1379.71985 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.7837791443s, input_fired_time: 0.5405862927, output_fired_time: 0.5727814436, propagate_forward_time: 24.2564964294, propagate_backward_time: 33.9671058655, weight_update_time: 0.1334069520, other_time: 2.4468116760
epoch time: 5.4257750511s, input_fired_time: 0.0671328977, output_fired_time: 0.0000000000, propagate_forward_time: 4.9199643135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386777878
validation[          , genome  3095] predictions:    9595/  10000 (95.95%), best:    9574/10000 (95.74%), error:      1385.47974, best error:      1379.71985 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.8631515503s, input_fired_time: 0.5515485406, output_fired_time: 0.5887405872, propagate_forward_time: 25.1209506989, propagate_backward_time: 35.1213073730, weight_update_time: 0.1362211108, other_time: 2.4806060791
epoch time: 5.6097087860s, input_fired_time: 0.0689811707, output_fired_time: 0.0000000000, propagate_forward_time: 5.0917339325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489936829
validation[          , genome  3095] predictions:    9576/  10000 (95.76%), best:    9574/10000 (95.74%), error:      1426.19214, best error:      1379.71985 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.1646728516s, input_fired_time: 0.5511843562, output_fired_time: 0.5938067436, propagate_forward_time: 25.1120662689, propagate_backward_time: 35.4318008423, weight_update_time: 0.1372034699, other_time: 2.4758148193
epoch time: 5.6343865395s, input_fired_time: 0.0677545965, output_fired_time: 0.0000000000, propagate_forward_time: 5.1287803650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378514290
validation[          , genome  3095] predictions:    9596/  10000 (95.96%), best:    9574/10000 (95.74%), error:      1426.29907, best error:      1379.71985 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.8223915100s, input_fired_time: 0.5590781569, output_fired_time: 0.5887719989, propagate_forward_time: 24.9815731049, propagate_backward_time: 35.1530189514, weight_update_time: 0.1373565197, other_time: 2.5399513245
epoch time: 5.6346368790s, input_fired_time: 0.0692569613, output_fired_time: 0.0000000000, propagate_forward_time: 5.1287865639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365935326
validation[          , genome  3095] predictions:    9598/  10000 (95.98%), best:    9574/10000 (95.74%), error:      1418.00330, best error:      1379.71985 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.5581054688s, input_fired_time: 0.5551089048, output_fired_time: 0.5897111893, propagate_forward_time: 24.8215312958, propagate_backward_time: 35.0713882446, weight_update_time: 0.1366942227, other_time: 2.5203704834
epoch time: 5.6208810806s, input_fired_time: 0.0686129183, output_fired_time: 0.0000000000, propagate_forward_time: 5.1146559715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376120567
validation[          , genome  3095] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1487.68408, best error:      1379.71985 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.1770553589s, input_fired_time: 0.5552725196, output_fired_time: 0.5914780498, propagate_forward_time: 25.2992115021, propagate_backward_time: 35.2338905334, weight_update_time: 0.1370231807, other_time: 2.4972038269
epoch time: 5.7111005783s, input_fired_time: 0.0702558756, output_fired_time: 0.0000000000, propagate_forward_time: 5.1888461113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519987106
validation[          , genome  3095] predictions:    9563/  10000 (95.63%), best:    9574/10000 (95.74%), error:      1468.50073, best error:      1379.71985 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.2280654907s, input_fired_time: 0.5595403910, output_fired_time: 0.5922490358, propagate_forward_time: 25.1825866699, propagate_backward_time: 35.3589401245, weight_update_time: 0.1378206909, other_time: 2.5347480774
epoch time: 5.8242216110s, input_fired_time: 0.0720688850, output_fired_time: 0.0000000000, propagate_forward_time: 5.2786993980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734535217
validation[          , genome  3095] predictions:    9552/  10000 (95.52%), best:    9574/10000 (95.74%), error:      1506.12952, best error:      1379.71985 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.9038124084s, input_fired_time: 0.5536156893, output_fired_time: 0.5868564844, propagate_forward_time: 24.4511318207, propagate_backward_time: 34.7861900330, weight_update_time: 0.1371386349, other_time: 2.5260200500
epoch time: 5.6072707176s, input_fired_time: 0.0710365027, output_fired_time: 0.0000000000, propagate_forward_time: 5.0776357651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585986137
validation[          , genome  3095] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1433.39185, best error:      1379.71985 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.6774291992s, input_fired_time: 0.5548948646, output_fired_time: 0.5974249244, propagate_forward_time: 25.4350166321, propagate_backward_time: 35.6426048279, weight_update_time: 0.1366223991, other_time: 2.4474906921
epoch time: 5.6677961349s, input_fired_time: 0.0697015375, output_fired_time: 0.0000000000, propagate_forward_time: 5.1456418037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524526596
validation[          , genome  3095] predictions:    9572/  10000 (95.72%), best:    9574/10000 (95.74%), error:      1500.84644, best error:      1379.71985 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.6274414063s, input_fired_time: 0.5566570759, output_fired_time: 0.5921390057, propagate_forward_time: 25.4457607269, propagate_backward_time: 35.5742683411, weight_update_time: 0.1375537962, other_time: 2.4586143494
epoch time: 5.6032047272s, input_fired_time: 0.0690413862, output_fired_time: 0.0000000000, propagate_forward_time: 5.0910029411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431605339
validation[          , genome  3095] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1374.73120, best error:      1374.73120 on epoch:   100, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 27.8479137421s, input_fired_time: 0.3480581045, output_fired_time: 0.0000000000, propagate_forward_time: 25.1562957764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3435592651
best training[          , genome  3095] predictions:   48863/  50000 (97.73%), best:    9587/10000 (95.87%), error:      4365.35791, best error:      1374.73120 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.5454988480s, input_fired_time: 0.0672306269, output_fired_time: 0.0000000000, propagate_forward_time: 5.0467629433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315052032
   testing[          , genome  3095] predictions:    9632/  10000 (96.32%), best:    9587/10000 (95.87%), error:      1247.86096, best error:      1374.73120 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:04:57 (4056): called boinc_finish(0)

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